it_support_ticket_classification_pegasus

This model is a fine-tuned version of interneuronai/it_support_ticket_classification_pegasus on the None dataset. It achieves the following results on the evaluation set:

• Loss: 2.5305
• F1: 0.2029

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 4e-05
• train_batch_size: 2
• eval_batch_size: 2
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 3
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	F1
2.2879	1.0	44087	2.5181	0.2029
2.2836	2.0	88174	2.5404	0.2029
2.2775	3.0	132261	2.5305	0.2029

Framework versions

• Transformers 4.45.2
• Pytorch 2.6.0+cu118
• Datasets 3.2.0
• Tokenizers 0.20.3